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Analytics Stack

R
Shiny
Posit Connect / Plumber
ObservableJS / Aquero
Python
Stan
Airflow
SQL
Flask
Bash
Mathematica
AWK

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Last updated on 2023-11-26.

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Christopher J. Haid

As a data science and AI leader, I excel in spearheading cross-functional initiatives and nurturing high-performing analytical teams. At IDEA Public Schools, my leadership in integrating machine learning and large language processing tools has significantly enhanced data-driven decision-making and operational efficiency. I am adept at developing talent, fostering innovation, and aligning team efforts with organizational goals. My expertise in deploying comprehensive analytics frameworks drives growth and performance, marking me as a transformative leader in the data science domain.

Professional Experience

Senior Vice President of Research and Analytics

IDEA Public Schools

Weslaco, TX (remote)

Current - 2023

  • Leads research and development, evaluation, analysis, data product development, organizational improvement initiatives, and network growth strategy for charter school management organization supporting 143 schools in Texas, Louisiana, Florida, and Ohio that educate 85,000 students from grades K-12
  • Created large-scale survey strategy, including stratified, cluster-sampled monthly staff surveys (adjusted post-survey via multilevel regression and poststratification) and an annual all-staff survey of 10,000+ respondents. Other surveys include annual teacher, family, and student surveys.
  • Designed proof of concept for using large language models (LLMs) from OpenAI (GTP-3.5 Turbo and GPT-4) to summarize and query open-ended responses form 10,000+ respondents on annual employee experience survey.
  • Guided the development of a GIS application providing spatial analysis of public, commercial, and internal data to assess school location suitability. Additionally, managed the redesign of growth strategy and go/no-go process of new sites and regions, coordinating the efforts of the External Affairs, Operations, Finance, and R&A teams.
  • Create a system monitoring tool that aggregates and reports time-series data across all school units on multiple performance metrics. This application provides anomaly detection (via an encoder-decoder algorithm) 143 schools.
  • Lead org-wide service model initiative for all headquarters teams, including design of and standard setting of service catalog, professional development for all chief areas and project management of service desk design and implementation.
  • Developed reporting process, including automated slide generation, that analyzes and visualizes staff retention data.
  • Redesigned project intake and evaluation process to create more organizational visibility into why projects are taken on as well as timelines and scope of work.
  • Led creation of first day of school enrollment forecasting model, that leverages tree-based ensemble models (random forest, XGboost) to generate predictions and predictive intervals for each grade in all 143 schools.
  • Maintained a Net Promoter Score of +90 for Research and Analytics services for 3+ years.

Vice President of Data Analytics

IDEA Public Schools

Weslaco, TX (remote)

2023 - 2020

  • Manages teams tasked with the rapid impact analyses focused on causal inference and predictive analytics, including evaluations of Pre-K effectiveness, scheduling impacts, the impact of at-home vs in-person learning environments; typical methods included regressions, random forest estimation, matching, regression discontinuity, as well as distributional tests
  • Leads and supports evaluations team tasked with multi-year program evaluations, including Charter School Program, Century 21 After School Program, Teacher and School Leader Improvement Program
  • Designed and delivered professional development to research and analysis team members on Shiny web applications, version control with git/GitHub, data project management best practices, Posit Connect publishing, ETL operations, and predictive data pipelines with the tidymodels framework.
  • Implemented Qualtrics and Posit Connect to facilitate data collection, recurrent analysis, data applications, and automated report generation
  • Authored internal R packages that facilitate access to and exploration of IDEA’s data warehouse, support use of brand-compliant colors with ggplot2 graphics, and standardized reports rendered as PDFs, Word documents, HTML web pages, and automated emails
  • Coordinates the cooperative authorship of the IDEA Research and Analysis Team Manual, which documents team tenets, best practices, and approaches for technical team members.

Founder & Data Scientist

Numbersense

Chicago, IL

2022 - 2015

Chief of Staff

KIPP Chicago Schools

Chicago, IL

2020 - 2017

  • Advise and provide decision support and data analysis to executive director, superintendent, chief operating officer, and VP of strategic growth and development
  • Supervise data science team that collects, stores, manages, and analyzes data across our region of 8 schools, 3,000 students, 1,000 alumni, and 325 teachers. Includes the design and implementation of predictive models, algorithms, interactive dashboards, memos, and reports
  • Manage all progress monitoring meetings with senior leadership team (Executive Director , C-level, and managing directors)
  • Responsible for the presentation and communication of our analyses to all of our stakeholders: students, teachers, parents, school leaders, regional officers, CPS, and donors
  • Responsible for external relationships with district leadership, other CMOs, the Mayor’s Office, and other elected officials (e.g., city council and school board members)
  • Provide advice and decision support to Academic, Operations, Alumni, and Talent teams

Chief Information Officer

KIPP Chicago Schools

Chicago, IL

2017

  • Managed data science team that tripled in size
  • Coordinate technology selection, device management, and e-Rate procurement process

Director of Research & Analysis

KIPP Chicago Schools

Chicago, IL

2016 - 2012

  • Collection, management, and analysis of data across our region of 4 schools, 1,200 students and 100 teachers
  • Responsible for the presentation and communication of our analyses to all of our stakeholders: students, teachers, parents, school leaders, regional officers, Chicago Public Schools, and donors
  • Encourage inquisitiveness by creating thoughtful visualizations and rigorous analyses of any and all data

Consultant

Professionalink & John Hancock

Washington, DC & Boston, MA

2003 - 2002

  • Special Projects for CEO and CFO of John Hancock Financial Services
  • Root cause analysis and solution design for Long-Term Care application process that led to a 200% reduction in time to underwrite

Product Planner

The Adrenaline Group

Washington, DC

2002 - 2000

  • Project lead on web application using AI to underwrite subprime home loans. Responsible for product design, roadmap, and milestone delivery
  • Project lead on case analyzing surveillance system monitoring the NASDAQ exchange
  • Project lead for team tasked with analyzing a large mortgage lenders data infrastructure and software stack for supporting underwriting activities

Senior Consultant

Arthur Andersen LLP

Washington, DC

2000 - 1997

  • Analysis of intangible liabilities for Fortune 500 healthcare company
  • Devised and implemented algorithm for setting hotel and meal per diem rates for the General Services Administration

I have worked in a variety of roles ranging from consultant to data scientist to manager. I like collaborative environments where I can learn from my peers and were growth and innovation are encouraged.

Research Experience

Research Fellow

Alexander Hamilton Center for Political Economy

New York University

2011 - 2010

  • Independently analyzed and constructed statistical models for large data sets pertaining to carbon decomposition rates
  • Taught courses on globalization and political violence to both undergraduate and graduate students

Research Fellow

Program on Order, Conflict, and Violence

Yale University

2010 - 2009

  • Research the origins of electoral violence
  • Devised new methods for studying the network effects of violence on voter behavior

Research Associate

Caribbean Policy Research Institute

Kingston, Jamaica

2009 - 2007

  • Researched archival, qualitative history and conducted observations and interviews of grassroots politics and election violence in Kingston, Jamaica

Teaching Experience

I am passionate about education. I believe that no topic is too complex if the teacher is empathetic and willing to think about new methods of approaching teaching and learning.

Preceptor

Master of Arts Program in the Social Sciences

University of Chicago

2012 - 2011

  • Teaching social science theory, coordinating graduate seminar, and supervising graduate student theses

Research Fellow

Alexander Hamilton Center for Political Economy

New York University

2011 - 2010

  • Teaching courses on globalization and political violence to both undergraduate and graduate students

Education

ABD, Political Science (Quantitative Methods & Comparative Politics)

University of Chicago

Chicago, IL

2012 - 2005

  • Focused on the the uses and consequences of violence during elections, including fieldwork in Kingston, Jamaica
  • Methods included applied game theory, network flow models, spatial estimation, multilevel models, Bayesian estimation, and agent-based models

MA, Political Science

University of Chicago

Chicago, IL

2007 - 2005

MPP

University of Chicago

Chicago, IL

2005 - 2003

  • Graduated with Honors
  • Thesis: Agent Based Simulation of Violence in Electoral Competitions

BA, Economics

The College of William & Mary

Williamsburg, VA

1998 - 1994

  • Thesis: An Economic History of the Second Bank of the United States

Selected Press (About)

#WeAreChicago: Chris Haid

A Better Chicago

N/A

2018